
 % Related papers on energy efficiency. July 15,2014

 @article{bertran2013systematic,
  title={A systematic methodology to generate decomposable and responsive power models for CMPs},
  author={Bertran, Ramon and Gonzelez, Marc and Martorell, Xavier and Navarro, Nacho and Ayguade, Eduard},
  journal={Computers, IEEE Transactions on},
  volume={62},
  number={7},
  pages={1289--1302},
  year={2013},
  publisher={IEEE}
}

@inproceedings{li2009mcpat,
  title={McPAT: an integrated power, area, and timing modeling framework for multicore and manycore architectures},
  author={Li, Sheng and Ahn, Jung Ho and Strong, Richard D and Brockman, Jay B and Tullsen, Dean M and Jouppi, Norman P},
  booktitle={Microarchitecture, 2009. MICRO-42. 42nd Annual IEEE/ACM International Symposium on},
  pages={469--480},
  year={2009},
  organization={IEEE}
}
@inproceedings{takouna2011accurate,
  title={Accurate mutlicore processor power models for power-aware resource management},
  author={Takouna, Ibrahim and Dawoud, Wesam and Meinel, Christoph},
  booktitle={Dependable, Autonomic and Secure Computing (DASC), 2011 IEEE Ninth International Conference on},
  pages={419--426},
  year={2011},
  organization={IEEE}
}

 @article{li2013strategies,
  title={Strategies for Energy-Efficient Resource Management of Hybrid Programming Models},
  author={Li, Dong and de Supinski, Bronis R and Schulz, Martin and Nikolopoulos, Dimitrios S and Cameron, Kirk W},
  journal={Parallel and Distributed Systems, IEEE Transactions on},
  volume={24},
  number={1},
  pages={144--157},
  year={2013},
  publisher={IEEE}
}

@article{esmaeilzadeh2012looking,
  title={Looking back and looking forward: power, performance, and upheaval},
  author={Esmaeilzadeh, Hadi and Cao, Ting and Yang, Xi and Blackburn, Stephen M and McKinley, Kathryn S},
  journal={Communications of the ACM},
  volume={55},
  number={7},
  pages={105--114},
  year={2012},
  publisher={ACM}
}
@article{bircher2012complete,
  title={Complete system power estimation using processor performance events},
  author={Bircher, William Lloyd and John, Lizy K},
  journal={Computers, IEEE Transactions on},
  volume={61},
  number={4},
  pages={563--577},
  year={2012},
  publisher={IEEE}
}
@inproceedings{basmadjian2012evaluating,
  title={Evaluating and modeling power consumption of multi-core processors},
  author={Basmadjian, Robert and de Meer, Hermann},
  booktitle={Future Energy Systems: Where Energy, Computing and Communication Meet (e-Energy), 2012 Third International Conference on},
  pages={1--10},
  year={2012},
  organization={IEEE}
}
@article{singh2009real,
  title={Real time power estimation and thread scheduling via performance counters},
  author={Singh, Karan and Bhadauria, Major and McKee, Sally A},
  journal={ACM SIGARCH Computer Architecture News},
  volume={37},
  number={2},
  pages={46--55},
  year={2009},
  publisher={ACM}
}

@article{ge2010powerpack,
  title={Powerpack: Energy profiling and analysis of high-performance systems and applications},
  author={Ge, Rong and Feng, Xizhou and Song, Shuaiwen and Chang, Hung-Ching and Li, Dong and Cameron, Kirk W},
  journal={Parallel and Distributed Systems, IEEE Transactions on},
  volume={21},
  number={5},
  pages={658--671},
  year={2010},
  publisher={IEEE}
}
@article{bansal2007speed,
  title={Speed scaling to manage energy and temperature},
  author={Bansal, Nikhil and Kimbrel, Tracy and Pruhs, Kirk},
  journal={Journal of the ACM (JACM)},
  volume={54},
  number={1},
  pages={3},
  year={2007},
  publisher={ACM}
}

@article{li2005power,
  title={Power-performance considerations of parallel computing on chip multiprocessors},
  author={Li, Jian and Mart{\'\i}nez, Jos{\'e} F},
  journal={ACM Transactions on Architecture and Code Optimization (TACO)},
  volume={2},
  number={4},
  pages={397--422},
  year={2005},
  publisher={ACM}
}
@article{albers2010energy,
  title={Energy-efficient algorithms},
  author={Albers, Susanne},
  journal={Communications of the ACM},
  volume={53},
  number={5},
  pages={86--96},
  year={2010},
  publisher={ACM}
}

@article{valentini2013overview,
  title={An overview of energy efficiency techniques in cluster computing systems},
  author={Valentini, Giorgio Luigi and Lassonde, Walter and Khan, Samee Ullah and Min-Allah, Nasro and Madani, Sajjad A and Li, Juan and Zhang, Limin and Wang, Lizhe and Ghani, Nasir and Kolodziej, Joanna and others},
  journal={Cluster Computing},
  volume={16},
  number={1},
  pages={3--15},
  year={2013},
  publisher={Springer}
}

@article{barroso2007case,
  title={The case for energy-proportional computing},
  author={Barroso, Luiz Andr{\'e} and H{\"o}lzle, Urs},
  journal={IEEE computer},
  volume={40},
  number={12},
  pages={33--37},
  year={2007}
}
@article{skadron2004temperature,
  title={Temperature-aware microarchitecture: Modeling and implementation},
  author={Skadron, Kevin and Stan, Mircea R and Sankaranarayanan, Karthik and Huang, Wei and Velusamy, Sivakumar and Tarjan, David},
  journal={ACM Transactions on Architecture and Code Optimization (TACO)},
  volume={1},
  number={1},
  pages={94--125},
  year={2004},
  publisher={ACM}
}

@inproceedings{butts2000static,
  title={A static power model for architects},
  author={Butts, J Adam and Sohi, Gurindar S},
  booktitle={Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture},
  pages={191--201},
  year={2000},
  organization={ACM}
}
@article{chandrakasan1995minimizing,
  title={Minimizing power consumption in digital CMOS circuits},
  author={Chandrakasan, Anantha P and Brodersen, Robert W},
  journal={Proceedings of the IEEE},
  volume={83},
  number={4},
  pages={498--523},
  year={1995},
  publisher={IEEE}
}

@inproceedings{wang2010simple,
  title={A simple thermal model for multi-core processors and its application to slack allocation},
  author={Wang, Zhe and Ranka, Sanjay},
  booktitle={Parallel \& Distributed Processing (IPDPS), 2010 IEEE International Symposium on},
  pages={1--11},
  year={2010},
  organization={IEEE}
}

@article{zang2013survey,
  title={A survey on cache tuning from a power/energy perspective},
  author={Zang, Wei and Gordon-Ross, Ann},
  journal={ACM Computing Surveys (CSUR)},
  volume={45},
  number={3},
  pages={32},
  year={2013},
  publisher={ACM}
}
@inproceedings{krueger2011hardware,
  title={Hardware/software co-design for energy-efficient seismic modeling},
  author={Krueger, Jens and Donofrio, David and Shalf, John and Mohiyuddin, Marghoob and Williams, Samuel and Oliker, Leonid and Pfreund, Franz-Josef},
  booktitle={Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={73},
  year={2011},
  organization={ACM}
}

@inproceedings{bonner2012energy,
  title={An Energy Model for Applications Running on Multicore Systems},
  author={Bonner, Delbert and Namin, Akbar Siami},
  booktitle={Cloud and Green Computing (CGC), 2012 Second International Conference on},
  pages={1--8},
  year={2012},
  organization={IEEE}
}

@inproceedings{hong2010integrated,
  title={An integrated GPU power and performance model},
  author={Hong, Sunpyo and Kim, Hyesoon},
  booktitle={ACM SIGARCH Computer Architecture News},
  volume={38},
  number={3},
  pages={280--289},
  year={2010},
  organization={ACM}
}

@inproceedings{qadri2010analytical,
  title={Analytical Evaluation of Energy and Throughput for Multilevel Caches},
  author={Qadri, Muhammad Yasir and McDonald-Maier, Klaus D},
  booktitle={Computer Modelling and Simulation (UKSim), 2010 12th International Conference on},
  pages={598--603},
  year={2010},
  organization={IEEE}
}

@inproceedings{mohaqeqi2012analytical,
  title={Analytical leakage/temperature-aware power modeling and optimization for a variable speed real-time system},
  author={Mohaqeqi, Morteza and Kargahi, Mehdi and Movaghar, Ali},
  booktitle={Proceedings of the 20th International Conference on Real-Time and Network Systems},
  pages={81--89},
  year={2012},
  organization={ACM}
}


@article{demmel2012instrumenting,
  title={Instrumenting linear algebra energy consumption via on-chip energy counters},
  author={Demmel, James and Gearhart, Andrew},
  journal={UC at Berkeley, Tech. Rep. UCB/EECS-2012-168},
  year={2012},
  publisher={Citeseer}
}
@inproceedings{hsu2007evaluation,
  title={Evaluation and modeling of power consumption of a heterogeneous dual-core processor},
  author={Hsu, Chun-Hao and Chen, Jian Jhen and Tsao, Shiao-Li},
  booktitle={Parallel and Distributed Systems, 2007 International Conference on},
  volume={2},
  pages={1--8},
  year={2007},
  organization={IEEE}
}
@article{kim2003leakage,
  title={Leakage current: Moore's law meets static power},
  author={Kim, Nam Sung and Austin, Todd and Baauw, D and Mudge, Trevor and Flautner, Kriszti{\'a}n and Hu, Jie S and Irwin, Mary Jane and Kandemir, Mahmut and Narayanan, Vijaykrishnan},
  journal={Computer},
  volume={36},
  number={12},
  pages={68--75},
  year={2003},
  publisher={IEEE}
}

@inproceedings{huang2008modeling,
  title={Modeling and analysis of power in multicore network processors},
  author={Huang, S and Luo, Y and Feng, W},
  booktitle={Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on},
  pages={1--8},
  year={2008},
  organization={IEEE}
}

@inproceedings{wu2013mummi,
  title={MuMMI: multiple metrics modeling infrastructure for exploring performance and power modeling},
  author={Wu, Xingfu and Chang, Hung-Ching and Moore, Shirley and Taylor, Valerie and Su, Chun-Yi and Terpstra, Dan and Lively, Charles and Cameron, Kirk and Lee, Chee Wai},
  booktitle={Proceedings of the Conference on Extreme Science and Engineering Discovery Environment: Gateway to Discovery},
  pages={36},
  year={2013},
  organization={ACM}
}

@article{brown2010toward,
  title={Toward energy-efficient computing},
  author={Brown, David J and Reams, Charles},
  journal={Communications of the ACM},
  volume={53},
  number={3},
  pages={50--58},
  year={2010},
  publisher={ACM}
}

@article{borkar2011future,
  title={The future of microprocessors},
  author={Borkar, Shekhar and Chien, Andrew A},
  journal={Communications of the ACM},
  volume={54},
  number={5},
  pages={67--77},
  year={2011},
  publisher={ACM}
}

@article{mudge2001power,
  title={Power: A first-class architectural design constraint},
  author={Mudge, Trevor},
  journal={Computer},
  volume={34},
  number={4},
  pages={52--58},
  year={2001},
  publisher={IEEE Computer Society}
}

@article{esmaeilzadeh2013power,
  title={Power challenges may end the multicore era},
  author={Esmaeilzadeh, Hadi and Blem, Emily and Amant, Ren{\'e}e St and Sankaralingam, Karthikeyan and Burger, Doug},
  journal={Communications of the ACM},
  volume={56},
  number={2},
  pages={93--102},
  year={2013},
  publisher={ACM}
}

@article{li2005power,
  title={Power-performance considerations of parallel computing on chip multiprocessors},
  author={Li, Jian and Mart{\'\i}nez, Jos{\'e} F},
  journal={ACM Transactions on Architecture and Code Optimization (TACO)},
  volume={2},
  number={4},
  pages={397--422},
  year={2005},
  publisher={ACM}
}

@article{kong2012recent,
  title={Recent thermal management techniques for microprocessors},
  author={Kong, Joonho and Chung, Sung Woo and Skadron, Kevin},
  journal={ACM Computing Surveys (CSUR)},
  volume={44},
  number={3},
  pages={13},
  year={2012},
  publisher={ACM}
}
@inproceedings{isci2003runtime,
  title={Runtime power monitoring in high-end processors: Methodology and empirical data},
  author={Isci, Canturk and Martonosi, Margaret},
  booktitle={Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture},
  pages={93},
  year={2003},
  organization={IEEE Computer Society}
}

@article{rotem2012power,
  title={Power-management architecture of the intel microarchitecture code-named sandy bridge},
  author={Rotem, Efraim and Naveh, Alon and Rajwan, Doron and Ananthakrishnan, Avinash and Weissmann, Eliezer},
  journal={IEEE Micro},
  volume={32},
  number={2},
  pages={0020--27},
  year={2012},
  publisher={IEEE Computer Society}
}

@inproceedings{bertran2012systematic,
  title={Systematic energy characterization of CMP/SMT processor systems via automated micro-benchmarks},
  author={Bertran, Ramon and Buyuktosunoglu, Alper and Gupta, Meeta Sharma and Gonz{\`a}lez, Marc and Bose, Pradip},
  booktitle={Microarchitecture (MICRO), 2012 45th Annual IEEE/ACM International Symposium on},
  pages={199--211},
  year={2012},
  organization={IEEE}
}
@inproceedings{bellosa2000benefits,
  title={The benefits of event: driven energy accounting in power-sensitive systems},
  author={Bellosa, Frank},
  booktitle={Proceedings of the 9th workshop on ACM SIGOPS European workshop: beyond the PC: new challenges for the operating system},
  pages={37--42},
  year={2000},
  organization={ACM}
}

@book{brooks2000wattch,
  title={Wattch: a framework for architectural-level power analysis and optimizations},
  author={Brooks, David and Tiwari, Vivek and Martonosi, Margaret},
  volume={28},
  number={2},
  year={2000},
  publisher={ACM}
}

@inproceedings{bertran2010decomposable,
  title={Decomposable and responsive power models for multicore processors using performance counters},
  author={Bertran, Ramon and Gonzalez, Marc and Martorell, Xavier and Navarro, Nacho and Ayguade, Eduard},
  booktitle={Proceedings of the 24th ACM International Conference on Supercomputing},
  pages={147--158},
  year={2010},
  organization={ACM}
}

@inproceedings{hsu2007evaluation,
  title={Evaluation and modeling of power consumption of a heterogeneous dual-core processor},
  author={Hsu, Chun-Hao and Chen, Jian Jhen and Tsao, Shiao-Li},
  booktitle={Parallel and Distributed Systems, 2007 International Conference on},
  volume={2},
  pages={1--8},
  year={2007},
  organization={IEEE}
}
@inproceedings{qu2000function,
  title={Function-level power estimation methodology for microprocessors},
  author={Qu, Gang and Kawabe, Naoyuki and Usami, Kimiyoshi and Potkonjak, Miodrag},
  booktitle={Proceedings of the 37th Annual Design Automation Conference},
  pages={810--813},
  year={2000},
  organization={ACM}
}
@inproceedings{russell1998software,
  title={Software power estimation and optimization for high performance, 32-bit embedded processors},
  author={Russell, Jeffry T and Jacome, Margarida F},
  booktitle={Computer Design: VLSI in Computers and Processors, 1998. ICCD'98. Proceedings. International Conference on},
  pages={328--333},
  year={1998},
  organization={IEEE}
}
@inproceedings{joseph2001run,
  title={Run-time power estimation in high performance microprocessors},
  author={Joseph, Russ and Martonosi, Margaret},
  booktitle={Proceedings of the 2001 international symposium on Low power electronics and design},
  pages={135--140},
  year={2001},
  organization={ACM}
}


@article{mobius2014power,
  title={Power consumption estimation models for processors, virtual machines, and servers},
  author={Mobius, Christoph and Dargie, Waltenegus and Schill, Alexander},
  journal={Parallel and Distributed Systems, IEEE Transactions on},
  volume={25},
  number={6},
  pages={1600--1614},
  year={2014},
  publisher={IEEE}
}

@article{bertran2013counter,
  title={Counter-based power modeling methods: Top-down vs. bottom-up},
  author={Bertran, Ramon and Gonz{\`a}lez, Marc and Martorell, Xavier and Navarro, Nacho and Ayguad{\'e}, Eduard},
  journal={The Computer Journal},
  volume={56},
  number={2},
  pages={198--213},
  year={2013},
  publisher={Br Computer Soc}
}

@article{henning2006spec,
  title={SPEC CPU2006 benchmark descriptions},
  author={Henning, John L},
  journal={ACM SIGARCH Computer Architecture News},
  volume={34},
  number={4},
  pages={1--17},
  year={2006},
  publisher={ACM}
}
@inproceedings{yao1995scheduling,
  title={A scheduling model for reduced CPU energy},
  author={Yao, Frances and Demers, Alan and Shenker, Scott},
  booktitle={Foundations of Computer Science, 1995. Proceedings., 36th Annual Symposium on},
  pages={374--382},
  year={1995},
  organization={IEEE}
}

@inproceedings{david2010rapl,
  title={RAPL: memory power estimation and capping},
  author={David, Howard and Gorbatov, Eugene and Hanebutte, Ulf R and Khanna, Rahul and Le, Christian},
  booktitle={Low-Power Electronics and Design (ISLPED), 2010 ACM/IEEE International Symposium on},
  pages={189--194},
  year={2010},
  organization={IEEE}
}

@inproceedings{esmaeilzadeh2011looking,
  title={Looking back on the language and hardware revolutions: measured power, performance, and scaling},
  author={Esmaeilzadeh, Hadi and Cao, Ting and Xi, Yang and Blackburn, Stephen M and McKinley, Kathryn S},
  booktitle={ACM SIGARCH Computer Architecture News},
  volume={39},
  number={1},
  pages={319--332},
  year={2011},
  organization={ACM}
}
@article{albers2014speed,
  title={Speed scaling on parallel processors},
  author={Albers, Susanne and M{\"u}ller, Fabian and Schmelzer, Swen},
  journal={Algorithmica},
  volume={68},
  number={2},
  pages={404--425},
  year={2014},
  publisher={Springer}
}
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